@inproceedings{NEURIPS2020_c4c28b36, author = {Zhang, Mingyuan and Agarwal, Shivani}, booktitle = {Advances in Neural Information Processing Systems}, editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin}, pages = {16927--16936}, publisher = {Curran Associates, Inc.}, title = {Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class}, url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/c4c28b367e14df88993ad475dedf6b77-Paper.pdf}, volume = {33}, year = {2020} }